Managed Application, Data & AI Services
Connect application support, data reliability, and governed AI operations around the business service your teams depend on.
Bring the critical dependencies, the operating authority and the evidence into one service conversation.
THE OPERATING MODEL
Conceptual service mapNamed owners · accepted evidence · improvement backlog
01 / THE BUSINESS CONTEXT
A successful release is the beginning of an operating responsibility. A report can be technically available but based on stale data; an agent can execute correctly against the wrong source; a repaired application can still leave a queue of unfinished work. Our managed approach follows the complete business journey and makes each handoff, exception, and operating decision visible.
Maintain an agreed application inventory, monitor user journeys and dependencies, investigate defects, and coordinate fixes with development and vendors. Validate completed business work after restoration rather than closing an incident when a process merely restarts.
Monitor ingestion, transformation, quality, lineage, and freshness. Reconcile control totals, quarantine broken contracts, and manage late corrections with the data owner. Include databases and analytical workloads in the agreed operating boundary.
Manage the approved model, prompt, knowledge, and tool configurations. Track failed tasks, human interventions, cost, and material changes. Re-evaluate affected workflows before expanding access or promoting a new configuration.
Coordinate change windows, regression evidence, rollback decisions, and recurring-defect analysis. Separate emergency restoration from the permanent engineering change needed to prevent recurrence.
02 / INSIDE THE OPERATING RESPONSE
A reporting pipeline completes, but a late correction makes the AI-generated management commentary inconsistent with the accepted figures. The incident spans data, application, and AI owners.
Illustrative runbook. Select each stage to follow the action and the evidence.
CONTROLLED ACTION
Compare freshness and control totals with the report’s stated basis; suspend distribution of the affected output.
Impacted reports, source snapshot, and discrepancy record.
The runbook defines who can authorize the action, how to reverse it and when to escalate.
03 / MAKE ACCOUNTABILITY EXPLICIT
An operating model needs both a delivery owner and a decision owner. We document the boundary before accepting responsibility and revisit it when the service changes.
Genellipse operates the agreed applications, pipelines, AI workflow controls, monitoring, incident coordination, and improvement backlog. We maintain the runbooks and evidence for the accepted scope.
Your owners approve data definitions, business conclusions, material changes, and the level of automation. Third-party providers retain their contracted infrastructure or product responsibilities.
PLATFORM FIT, VERIFIED IN YOUR ENVIRONMENT
GeneData can support the managed data foundation, Cortex AI the agent operating boundary, and GeneAnalytics the business measures. AegisNow and other domain platforms can be included after service acceptance. Existing customer platforms remain part of the design.
SOLUTION PACKAGES / FOUR STARTING POINTS
Select a service package, then refine the scope around your estate, business hours, risk and internal capability. Each package creates an operating agreement and an acceptance decision.
For a defined application, platform, or business workflow that needs clear operational ownership.
A named service owner, accepted scope, tested escalation route, and reviewable operating evidence.
No critical service enters support without access, dependency ownership, and an executable recovery route.
Coverage hours, response targets, supported components, and third-party responsibilities are agreed in the service schedule.
Packages are scoping structures, not fixed-price bundles or universal service-level commitments. Coverage, tooling, licenses and responsibilities are confirmed in the agreement.
SERVICE ECONOMICS / RELIABILITY WITH A BASIS
A service-level objective starts with a defined business journey and an observation window. Explore this illustrative monthly completion budget, then connect it to service quality, cost and operational decisions.
ILLUSTRATIVE MONTHLY INPUTS
Use a consistent denominator. The calculation caps failures at eligible journeys. A customer retry must not inflate the accepted business outcome count.
ACCEPTED COMPLETION
99.55%The failure budget has not been exceeded.
Bar shows the proportion of the failure allowance consumed, capped visually at 100%. For a 100% objective, any failure exceeds the zero allowance. These are example inputs, not customer results or a proposed SLA.
Quality
Track technical success separately from the business owner’s acceptance. Break down failures by cause and dependency.
Cost
Include platform consumption, tools, support, human review and exception handling. Avoid using transaction volume alone to imply value.
Recovery
Measure service restoration and completion of the affected backlog separately. Report recovery-test evidence and unresolved dependencies.
Our reference approach draws on Google’s guidance on implementing service-level objectives and the FinOps Framework. Targets and cost boundaries are agreed for your service.
TRANSITION / EARN THE RIGHT TO OPERATE
Target a transition MVP within six weeks for one bounded service. Confirm readiness first; accept operational ownership only after the team can observe, support and recover the agreed scope.
Weeks 1–2
Map the business journey, dependencies, inventory and owners. Agree support hours, control requirements, targets and the initial cost baseline.
Gate: signed boundary and access readiness.Weeks 3–4
Observe existing operations, build runbooks, validate alerts and rehearse incidents. Test permissions, escalation and recovery against representative scenarios.
Gate: runbooks and recovery evidence accepted.Weeks 5–6
Genellipse operates the bounded service while the incumbent team observes. Resolve material gaps, confirm reporting and agree the first improvement backlog.
Gate: service owner accepts operational responsibility.Readiness can change the schedule. Estate-wide transitions, unresolved security gaps, unsupported platforms and major remediation need separate scope. Full takeover follows acceptance evidence rather than the calendar alone.
CONTINUOUS IMPROVEMENT / KEEP THE REVIEW USEFUL
A useful review cadence connects immediate issues to investment decisions. The precise rhythm and participants are agreed for the service; the purpose is to resolve ownership, prevent recurrence and verify value.
Daily operating view
Watch service signals, queues, exceptions, security exposures and critical jobs. Escalate business impact with a named owner and next update.
Weekly problem review
Prioritize repeated incidents, fragile changes and manual work. Give each improvement a hypothesis, owner, acceptance measure and delivery decision.
Monthly service review
Review objectives, cost, backlog, supplier performance and control evidence. Distinguish accepted improvement from incomplete remediation.
Quarterly direction
Revisit scope, recovery priorities, automation authority and the roadmap. Confirm the business case before expanding the managed footprint.
COMMON QUESTIONS
Explore the scope, practical considerations, and a useful starting point for your team.
We define the service boundary, inventory, business hours and coverage, severity model, response and restoration targets, maintenance windows, access permissions, supplier interfaces and reporting cadence. The agreement separates recurring operations from change projects, licenses and third-party consumption. It also names the client owner who can accept risk and authorize material changes.
Coverage and service-level commitments are scoped and agreed for the contracted service. They are not assumed across every offering. Acknowledgement, investigation, restoration and permanent resolution are different milestones. Dependencies and third-party commitments must support the targets before they become contractual obligations.
AI can help correlate evidence, draft incident summaries and recommend actions. Changes to production, payments, access or sensitive data require explicitly delegated authority, bounded tool permissions and auditable decisions. High-impact actions retain the agreed human approval gate; rollback and safe-stop procedures are tested before automation is enabled.
Yes, subject to access, supportability and the agreed scope. We map responsibilities across your team, Genellipse and vendors. Existing tools can remain where they meet the need; adopting a Genellipse product is not a condition of the operating model. Unsupported systems and visibility gaps are documented rather than hidden.
A bounded transition MVP can target six weeks: one business service, its critical dependencies and a tested support handover. Readiness, access and owner availability determine the scope. Full estate transitions, major remediation, regulatory approval and complex migrations require their own plan and acceptance gates.
Agree ownership and export formats for runbooks, inventories, configurations, service records and evidence at the start. Keep client access to operational knowledge, document supplier dependencies and define an exit assistance scope. Transfer is verified through a successor’s ability to operate and recover the service, not only the delivery of files.
Baseline the same service scope before and after transition. Separate supplier charges, cloud consumption, engineering improvements and transition cost. Validate removable expenditure with finance. Faster resolution and less manual work can release capacity, but that is not automatically a cash saving; service quality and risk exposure need their own measures.
BEGIN WITH ONE BUSINESS SERVICE
Bring the critical workflow, the pain points and the boundaries. We will help define a managed service with clear ownership, practical measures and a transition your team can accept.
Shape your managed service